Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2026-01-18 1.090912 1.313122 1.593215 1.982037 2.524920 3.285104 4.490020
2026-01-25 0.798242 1.048400 1.410498 2.008370 3.056888 5.045142 9.960829
2026-02-01 0.657918 0.914868 1.323627 2.091686 3.722048 7.895700 26.453777
2026-02-08 0.556178 0.802805 1.220897 2.082855 4.209748 11.393598 81.961174
2026-02-15 0.478536 0.708691 1.116668 2.017100 4.519942 15.414104 390.136449
2026-02-22 0.436266 0.663960 1.087556 2.097157 5.339188 25.639435 NaN
2026-03-01 0.396204 0.615111 1.037222 2.104690 5.968021 40.919495 NaN
2026-03-08 0.358620 0.564548 0.971814 2.047069 6.314169 60.779779 NaN
2026-03-15 0.330119 0.526740 0.925383 2.024445 6.833026 103.206038 NaN
2026-03-22 0.318456 0.519137 0.942608 2.197250 8.734206 462.493067 NaN
2026-03-29 0.303349 0.502506 0.935725 2.294085 10.519813 8548.517102 NaN
2026-04-05 0.284682 0.476335 0.901298 2.283605 11.576185 NaN NaN
2026-04-12 0.264816 0.446073 0.853198 2.211182 12.052288 NaN NaN
2026-04-19 0.251886 0.428975 0.835299 2.249125 13.961024 NaN NaN
2026-04-26 0.242625 0.418554 0.832519 2.348852 17.339967 NaN NaN
2026-05-03 0.230315 0.400275 0.806093 2.338671 19.316729 NaN NaN
2026-05-10 0.217015 0.378649 0.767620 2.261048 19.910441 NaN NaN
2026-05-17 0.210388 0.371083 0.766246 2.355649 25.184735 NaN NaN
2026-05-24 0.201772 0.358280 0.748374 2.364566 28.957857 NaN NaN
2026-05-31 0.191801 0.341637 0.717458 2.296436 30.098849 NaN NaN
2026-06-07 0.183741 0.328753 0.695798 2.269726 33.008139 NaN NaN
2026-06-14 0.181858 0.329821 0.714850 2.474311 51.962522 NaN NaN
2026-06-21 0.177794 0.325448 0.717080 2.589516 74.381648 NaN NaN